Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-16 1.065077 1.288524 1.571533 1.966428 2.520882 3.301894 4.547905
2025-03-23 0.784559 1.040871 1.416158 2.044312 3.164787 5.335664 10.869680
2025-03-30 0.629428 0.882821 1.289245 2.059957 3.713008 7.991542 27.191057
2025-04-06 0.524047 0.762153 1.168122 2.009490 4.092200 11.091344 75.772881
2025-04-13 0.453122 0.677597 1.079089 1.974004 4.487406 15.495412 359.209892
2025-04-20 0.420793 0.649878 1.083480 2.141029 5.658238 29.249169 NaN
2025-04-27 0.388732 0.615530 1.064406 2.243688 6.810133 56.784827 NaN
2025-05-04 0.354815 0.571519 1.013959 2.240328 7.583491 103.261282 NaN
2025-05-11 0.321948 0.524500 0.946759 2.161119 7.925032 171.169631 NaN
2025-05-18 0.301849 0.499504 0.923668 2.209262 9.153153 539.748326 NaN
2025-05-25 0.287480 0.483806 0.918656 2.316804 11.152050 11692.343356 NaN
2025-06-01 0.269662 0.458701 0.885996 2.314403 12.402785 NaN NaN
2025-06-08 0.249189 0.426392 0.831479 2.215810 12.659872 NaN NaN
2025-06-15 0.239274 0.415376 0.829292 2.324286 15.785369 NaN NaN
2025-06-22 0.227130 0.398156 0.807827 2.345912 18.188339 NaN NaN
2025-06-29 0.213567 0.376464 0.770916 2.285632 19.237126 NaN NaN
2025-07-06 0.201969 0.358055 0.740275 2.243057 20.661470 NaN NaN
2025-07-13 0.198492 0.357390 0.758641 2.444388 29.827064 NaN NaN
2025-07-20 0.192886 0.351264 0.760416 2.568796 40.197257 NaN NaN
2025-07-27 0.184656 0.338288 0.739983 2.564717 46.602734 NaN NaN
2025-08-03 0.175090 0.321440 0.705739 2.468698 47.472679 NaN NaN
2025-08-10 0.169575 0.313712 0.698155 2.527023 60.856807 NaN NaN
2025-08-17 0.165790 0.309753 0.701585 2.657704 90.390541 NaN NaN